A new generation of genetic tools has opened up a way to change the world around us to improve human health, crops, and the environment. However, not everyone agrees these tools would be a benefit, and some people worry about unintended consequences of their use. We explore these issues by looking at the story of the honeycreeper birds in Hawaii.